Title

A Simulated Annealing based Optimization Algorithm for Automatic Variogram Model Fitting

Journal title

Archives of Mining Sciences

Yearbook

2016

Issue

No 3

Authors

Saeed Soltani-Mohammadi ; Mohammad Safa

Divisions of PAS

Nauki Techniczne

Publisher

Committee of Mining PAS

Date

2016

Identifier

DOI: 10.1515/amsc-2016-0045 ; ISSN 0860-7001

Source

Archives of Mining Sciences; 2016; No 3

References

Xia (2011), Optimal control of cobalt crust seabed mining parameters based on simulated annealing genetic algorithm of Central South, Journal University of Technology, 18, 650. ; Lee (1997), Estimation and simulation of lognormal random fields Computers, Geosciences, 23, 19. ; Shapiro (1991), Variogram fitting with a general class of conditionally nonnegative definite functions &, Computational Statistics Data Analysis, 11, 87, doi.org/10.1016/0167-9473(91)90055-7 ; Gorsich (2000), Variogram Model Selection via Nonparametric Derivative Estimation, Mathematical Geology, 32, 249, doi.org/10.1023/A:1007563809463 ; Desassis (2013), Automatic Variogram Modeling by Iterative Least Squares : Univariate and Multivariate Cases, Mathematical Geosciences, 45, 453, doi.org/10.1007/s11004-012-9434-1 ; Taylor (1986), Multiscale sources of spatial variation in soil III Improved methods for fitting the nested model to one - dimensional semivariograms, Mathematical Geology, 18, 811, doi.org/10.1007/BF00899745 ; Genton (1998), a Highly Robust Variogram Estimation, Mathematical Geology, 30, 213, doi.org/10.1023/A:1021728614555 ; Christakos (1984), On the Problem of Permissible Covariance and Variogram Models, Water Resources Research, 20, 251, doi.org/10.1029/WR020i002p00251 ; Soltani (2009), Additional Exploratory Boreholes Optimization Based on Three - Dimensional Model of Ore Deposit of, Archives Mining Sciences, 54, 495. ; Soltani (2012), Investigating ground vibration to calculate the permissible charge weight for blasting operations of Gotvand - Olya dam underground structures of, Archives Mining Sciences, 57, 687. ; Genton (1998), b Variogram Fitting by Generalized Least Squares Using an Explicit Formula for the Covariance Structure, Mathematical Geology, 30, 323, doi.org/10.1023/A:1021733006262 ; Cressie (1980), Robust estimation of the variogram : I the for, Journal of International Association Mathematical Geology, 12, 115, doi.org/10.1007/BF01035243 ; Debba (2009), Deriving Optimal Exploration Target Zones on Mineral Prospectivity Maps, Mathematical Geosciences, 41, 421, doi.org/10.1007/s11004-008-9181-5 ; Cressie (1985), Fitting variogram models by weighted least squares the for, Journal of International Association Mathematical Geology, 17, 563, doi.org/10.1007/BF01032109 ; Starks (1982), The effect of drift on the experimental semivariogram the for, Journal of International Association Mathematical Geology, 14, 309, doi.org/10.1007/BF01032592 ; Emery (2010), Iterative algorithms for fitting a linear model of coregionalization Computers, Geosciences, 36, 1150. ; Cressie (1979), Straight line fitting and variogram estimation of the, Bulletin International Statistical Institute, 48, 573. ; Luo (2013), Optimization of the seismic processing phase - shift plus finite - difference migration operator based on a hybrid genetic and simulated annealing algorithm, Petroleum Science, 10, 190, doi.org/10.1007/s12182-013-0266-5 ; Pardo (1999), VARFIT : a fortran - program for fitting variogram models by weighted least squares Computers, Geosciences, 25, 251. ; Clark (1979), Practical Geostatistics Pub, Applied Science. ; Peredo (2011), Parallel implementation of simulated annealing to reproduce multiple - point statistics Computers, Geosciences, 37, 1110. ; Lee (2008), Modern heuristic optimization techniques : theory and applications to power systems Interscience, IEEE. ; Soltani (2013), A Simulated Annealing - Based Algorithm to Locate Additional Drillholes for Maximizing the Realistic Value of Information Natural Resources, Research, 22, 229. ; Jian (1996), Semivariogram modeling by weighted least squares Computers, Geosciences, 22, 387. ; McBratney (1986), Choosing functions for semi - variograms of soil properties and fitting them to sampling estimates of, Journal Soil Science, 37, 617, doi.org/10.1111/j.1365-2389.1986.tb00392.x ; Kirkpatrick (1983), Optimization by simulated annealing, Science, 220, 4598, doi.org/10.1126/science.220.4598.671